Youssef Mroueh  Youssef Mroueh photo       

contact information

Research Staff Member
Thomas J. Watson Research Center, Yorktown Heights, NY USA

links



2017

Local group invariant representations via orbit embeddings. preprint
Raj, Anant and Kumar, Abhishek and Mroueh, Youssef and Fletcher, P Thomas and Scholkopf, B
AISTATS, 2017

Audio and visual modality combination in speech processing applications
Potamianos, Gerasimos and Marcheret, Etienne and Mroueh, Youssef and Goel, Vaibhava and Koumbaroulis, Alexandros and Vartholomaios, Argyrios and Thermos, Spyridon
The Handbook of Multimodal-Multisensor Interfaces, pp. 489--543, 2017

McGan: Mean and Covariance Feature Matching GAN
Mroueh, Youssef and Sercu, Tom and Goel, Vaibhava
ICML, 2017

Self-critical sequence training for image captioning
Rennie, Steven J and Marcheret, Etienne and Mroueh, Youssef and Ross, Jarret and Goel, Vaibhava
CVPR, 2017

Co-Occurring Directions Sketching for Approximate Matrix Multiply
Mroueh, Youssef and Marcheret, Etienne and Goel, Vaibhava
AISTATS, 2017

Fisher GAN
Mroueh, Youssef and Sercu, Tom
arXiv preprint arXiv:1705.09675, 2017


2016

Asymmetrically Weighted CCA And Hierarchical Kernel Sentence Embedding For Multimodal Retrieval
Mroueh, Youssef and Marcheret, Etienne and Goel, Vaibhava
arXiv preprint arXiv:1511.06267, 2016


2015

Convex learning of multiple tasks and their structure
Ciliberto, Carlo and Mroueh, Youssef and Poggio, Tomaso and Rosasco, Lorenzo
International Conference on Machine Learning, pp. 1548--1557, 2015

Deep multimodal learning for audio-visual speech recognition
Mroueh, Youssef and Marcheret, Etienne and Goel, Vaibhava
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on, pp. 2130--2134

Learning with Group Invariant Features: A Kernel Perspective.
Mroueh, Youssef and Voinea, Stephen and Poggio, Tomaso A
Advances in Neural Information Processing Systems, pp. 1558--1566, 2015


2014

On efficiency and low sample complexity in phase retrieval
Mroueh, Youssef and Rosasco, Lorenzo
Information Theory (ISIT), 2014 IEEE International Symposium on, pp. 931--935



2013

q-ary Compressive Sensing
Mroueh, Youssef and Rosasco, Lorenzo
arXiv preprint arXiv:1302.5168, 2013

Quantization and greed are good: One bit phase retrieval, robustness and greedy refinements
Mroueh, Youssef and Rosasco, Lorenzo
arXiv preprint arXiv:1312.1830, 2013

Can a biologically-plausible hierarchy effectively replace face detection, alignment, and recognition pipelines?
Liao, Qianli and Leibo, Joel Z and Mroueh, Youssef and Poggio, Tomaso
arXiv preprint arXiv:1311.4082, 2013


2012

Multiclass learning with simplex coding
Mroueh, Youssef and Poggio, Tomaso and Rosasco, Lorenzo and Slotine, Jean-Jeacques
Advances in Neural Information Processing Systems, pp. 2789--2797, 2012


2011

Multi-category and taxonomy learning: A regularization approach
Mroueh, Youssef and Poggio, Tomaso and Rosasco, Lorenzo
NIPS Workshop on Challenges in Learning Hierarchical Models: Transfer Learning and Optimization, 2011

Regularization Predicts While Discovering Taxonomy
Mroueh, Youssef and Poggio, Tomaso and Rosasco, Lorenzo
CVPR workshop, 2011